age
int64
18
64
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,299.05
39k
44
38.95
0
female
yes
northwest
34,928.043657
19
27.7
0
male
yes
southwest
24,768.46409
23
27.36
1
male
no
northwest
3,375.572174
28
33
2
female
no
southeast
6,601.495784
29
29.64
1
male
no
northeast
5,983.237235
51
34.2
1
female
no
southwest
12,339.553953
19
31.92
0
male
yes
northwest
26,380.762468
18
35.2
1
male
no
southeast
4,185.979709
57
31.16
0
female
yes
northwest
35,672.098795
61
36.1
3
male
no
southwest
16,391.671817
30
27.7
0
female
no
southwest
4,522.559474
23
32.7
3
male
no
southwest
5,876.079549
24
33.345
0
female
no
northwest
5,099.743083
40
32.775
1
male
yes
northeast
32,790.448768
49
30.78
1
female
no
northeast
11,412.313336
41
30.59
2
male
no
northwest
9,405.780781
51
34.1
0
female
no
southeast
11,594.893956
26
30
1
male
no
southwest
4,694.197842
36
35.2
1
male
yes
southeast
31,731.537266
59
27.83
3
female
no
southeast
13,181.35165
27
30.4
3
female
no
northwest
6,504.829467
18
29.37
1
male
no
southeast
2,327.950308
43
26.7
2
female
yes
southwest
31,574.381966
33
35.75
2
male
no
southeast
8,617.436293
24
35.86
0
male
no
southeast
5,352.576992
64
22.99
0
female
yes
southeast
34,358.624903
28
27.5
2
female
no
southwest
5,028.417723
30
44.22
2
male
no
southeast
10,572.205338
62
38.095
2
female
no
northeast
17,503.363729
54
28.88
2
female
no
northeast
12,580.844188
26
30.875
2
male
no
northwest
5,773.449888
45
25.7
3
female
no
southwest
9,207.347361
31
25.935
1
male
no
northwest
4,907.108382
44
31.35
1
male
yes
northeast
33,329.142095
38
28.025
1
male
no
northeast
7,702.43089
19
20.6
0
female
no
southwest
-470.53868
18
21.47
0
male
no
northeast
116.118551
18
41.14
0
male
no
southeast
5,546.056279
44
30.69
2
male
no
southeast
9,735.124925
57
31.825
0
female
no
northwest
12,806.27066
46
28.05
1
female
no
southeast
8,958.706626
39
32.34
2
male
no
southeast
9,019.928701
63
27.74
0
female
yes
northeast
36,463.165643
28
25.8
0
female
no
southwest
3,420.605295
36
26.885
0
female
no
northwest
6,019.460417
43
26.885
0
female
yes
northwest
30,834.700052
60
28.595
0
male
no
northeast
12,811.716568
19
25.745
1
female
no
northwest
1,969.56852
30
19.95
3
female
no
northwest
3,919.031569
49
29.83
1
male
no
northeast
11,008.004913
50
31.825
0
male
yes
northeast
34,436.779612
45
39.805
0
male
no
northeast
12,661.198917
40
35.3
3
male
no
southwest
10,924.28554
18
30.14
0
male
no
southeast
2,040.340429
45
25.175
2
female
no
northeast
9,166.158868
39
32.5
1
female
no
southwest
8,819.232861
25
34.485
0
female
no
northwest
5,711.273446
52
26.4
3
male
no
southeast
10,886.591494
20
29.6
0
female
no
southwest
2,645.985009
47
26.6
2
female
no
northeast
10,116.729862
49
42.68
2
female
no
southeast
14,898.950857
51
36.385
3
female
no
northwest
14,369.314876
22
32.11
0
male
no
northwest
4,108.183309
27
24.75
0
female
yes
southeast
25,735.742791
25
24.3
3
female
no
southwest
3,796.95094
40
24.97
2
male
no
southeast
6,919.309802
31
27.645
2
male
no
northeast
6,376.85929
19
28.6
5
female
no
southwest
4,744.122792
41
40.26
0
male
no
southeast
10,974.445576
25
30.3
0
female
no
southwest
4,110.129619
22
39.5
0
male
no
southwest
6,196.008661
19
33.1
0
male
no
southwest
3,411.687278
52
46.75
5
female
no
southeast
18,539.727849
47
45.32
1
female
no
southeast
14,710.891232
18
29.165
0
female
no
northeast
2,670.068193
62
21.4
0
male
no
southwest
10,355.941389
34
33.25
1
female
no
northeast
8,476.345092
53
33.25
0
female
no
northeast
12,659.338788
31
36.3
2
male
yes
southwest
31,553.845103
19
17.48
0
male
no
northwest
-1,299.050933
23
24.51
0
male
no
northeast
2,326.024533
38
40.565
1
female
no
northwest
11,408.727559
20
26.84
1
female
yes
southeast
25,197.36375
58
32.395
1
female
no
northeast
14,160.912646
60
40.92
0
male
yes
southeast
38,978.556804
22
27.1
0
female
no
southwest
2,345.652847
29
29.59
1
female
no
southeast
5,229.924601
30
29.59
1
female
no
southeast
5,478.135322
40
23.1
1
female
yes
southeast
28,969.634765